Detecting Regime Change in Computational Finance, 9780367540951
Paperback
Uncover hidden market regimes, predict change, and trade smarter.

Detecting Regime Change in Computational Finance

Data Science, Machine Learning and Algorithmic Trading

$164.84

  • Paperback

    138 pages

  • Release Date

    30 May 2022

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Summary

Based on interdisciplinary research into “Directional Change”, a new data-driven approach to financial data analysis, Detecting Regime Change in Computational Finance: Data Science, Machine Learning and Algorithmic Trading applies machine learning to financial market monitoring and algorithmic trading.

Directional Change is a new way of summarising price changes in the market. Instead of sampling prices at fixed intervals (such as daily closing in time series), it sam…

Book Details

ISBN-13:9780367540951
ISBN-10:0367540959
Author:Jun Chen, Edward P.K. Tsang
Publisher:Taylor & Francis Ltd
Imprint:Chapman & Hall/CRC
Format:Paperback
Number of Pages:138
Release Date:30 May 2022
Weight:300g
Dimensions:234mm x 156mm
What They're Saying

Critics Review

“This is the first book of its kind to build on the framework of Directional Change. The concept of Directional Change opens a whole new area of research.”

– From the Foreword by Richard Olsen, Founder and CEO of Lykke, co-founder of OANDA and pioneer in high frequency finance and fintech.

“Financial markets technology and the practice of trading are in a state of constant change. A book that details a completely new concept in trading, however, is very rare. Detecting Regime Change in Computational finance is one such book and Professor Tsang and Dr Chen should be applauded for producing this exciting new work. The concept and framework of directional change in prices is an area of research with much promise!”

– Dr David Norman, Founder of TTC Institute and author of Professional Electronic Trading (Wileys 2001)

“A creative start at a novel and difficult problem for investors large and small.”

– Professor M. A. H. Dempster, University of Cambridge & Cambridge Systems Associates Limited

“This book shows how AI could be a game-changer in finance”

– Dr Amadeo Alentorn, Head of Research/Fund Manager at Merian Global Investors

“This is the first book of its kind to build on the framework of Directional Change. The concept of Directional Change opens a whole new area of research.”

– From the Foreword by Richard Olsen, Founder and CEO of Lykke, co-founder of OANDA and pioneer in high frequency finance and fintech.

“Financial markets technology and the practice of trading are in a state of constant change. A book that details a completely new concept in trading, however, is very rare. Detecting Regime Change in Computational finance is one such book and Professor Tsang and Dr Chen should be applauded for producing this exciting new work. The concept and framework of directional change in prices is an area of research with much promise!”

– Dr David Norman, Founder of TTC Institute and author of Professional Electronic Trading (Wileys 2001)

“A creative start at a novel and difficult problem for investors large and small.”

– Professor M. A. H. Dempster, University of Cambridge & Cambridge Systems Associates Limited

“This book shows how AI could be a game-changer in finance”

– Dr Amadeo Alentorn, Head of Research/Fund Manager at Merian Global Investors

About The Author

Jun Chen

Jun Chen received his PhD in computational finance from the Centre for Computational Finance and Economic Agents, University of Essex in 2019.

Edward P K Tsang is an Emeritus Professor at the University of Essex, where he co-founded the Centre for Computational Finance and Economic Agents in 2002. He is a Visiting Professor at University of Hong Kong.

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